Scalable-Backtesting-Infrastructure-

Algorithmic Trading: Automated Scalable Backtesting Infrastructure

Algorithmic Trading: Automated Scalable Backtesting Infrastructure

• Algorithmic Trading is an application of Technical Analysis tools, such as Backtesting to evaluate investments by analyzing statistical trends gathered from trading activity, such as price movement and volume.
• Backtesting is accomplished by reconstructing, with historical data, trades that would have occurred in the past using rules defined by a given strategy. The result offers statistics to gauge the effectiveness of the strategy.

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Table of Contents

• Data Engineering: text to speech data collection

  • Project Structure
    • images
    • notebooks
    • scripts
    • frontend
    • backend
    • root folder
  • Installation guide
  • Getting Started
    • Prerequests
    • Installations
  • License
  • Contributors

Project Structure

images:

• images/ the folder where all snapshot for the project are stored.

notebooks:

• notebooks/ the folder which contains code snippets for algorand sdk

scripts:

• .scripts/: the folder where the python implementation can be found.

frontend:

• frontend/: the folder where the frontend implementation of the application can be found.

backend:

• backend/: the folder where the backend implementation of the application can be found.

.github:

• .github/: the folder where github actions and CML workflow is integrated.

root folder

• requirements.txt: a text file lsiting the projet's dependancies.
• setup.py: a configuration file for installing the scripts as a package.
• README.md: Markdown text with a brief explanation of the project and the repository structure.

Installation guide

git clone https://github.com/10AcademyB6Week7/Scalable-Backtesting-Infrastructure.git
cd Scalable-Backtesting-Infrastructure
pip install -r requirements.txt
python3 backend/app.py

Frontend usage guide

git clone https://github.com/10AcademyB6Week7/Scalable-Backtesting-Infrastructure-Frontend.git
cd Scalable-Backtesting-Infrastructure-Frontend
npm install --legacy-peer-deps
npm start

Getting Started

Articles

• Medium Article

Prerequisites

Make sure you have the following components installed on your local machine.

Installation

1. Clone the repo

git clone https://github.com/10AcademyB6Week7/Scalable-Backtesting-Infrastructure.git

Run

 sudo python3 setup.py install

License

Distributed under the MIT License. See LICENSE for more information.

Contributors

👤 Natnael Melese

• GitHub: Natnael Melese
• LinkedIn: Natnael Melese

👤 Yishak Tadele

• GitHub: Yishak Tadele
• LinkedIn: Yishak Tadele

👤 Henok Desalegn

• GitHub: Henok Desalegn
• LinkedIn: Henok Desalegn

👤 Gedion Abebe

• GitHub: Gedion Abebe
• LinkedIn: Gedion Abebe

👤 Bekalu Tadele

• GitHub: Bekalu Tadele
• LinkedIn: Bekalu Tadele

👤 Adijat Ojutomori

• GitHub: Adijat Ojutomori
• LinkedIn: Adijat Ojutomori

👤 Birtukan Kuma

• GitHub: Birtukan Kuma
• LinkedIn: Birtukan Kuma

Acknowledgements

• 10 Academy

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